Celina H.

Key Skills

Software

No software listed

Top Subject Matter

AI training and evaluation

Credit analysis and consultative advisory content

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Fine-tuning

Freelancer Overview

AI Trainer, DataAnnotation (Bentonville, AR). Brings 12+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Fine-tuning.

Labeling Experience

AI Trainer, DataAnnotation (Bentonville, AR)

Text

Served as an AI Trainer supporting the quality of AI outputs through hands-on training and review activities. Applied structured evaluation to ensure responses and recommendations met defined standards. Collaborated with stakeholders to refine training guidance and improve consistency of model behavior. • Reviewed and assessed AI-generated content for quality and adherence to guidelines • Provided feedback to support iteration of training materials and rubrics • Assisted with tuning and improvement efforts based on performance observations • Supported ongoing training workflow to maintain accuracy and compliance

2024 - Present

Credit Repair Consultant, Credit Sage (Bentonville, AR)

TextFine-tuning

Provided credit repair consultation work with a strong emphasis on analyzing client credit situations and generating guidance aligned to financial goals. Translated credit-related information into actionable recommendations for clients, which functioned as curated text-based outputs. Maintained compliance with industry standards while delivering consistent, quality-driven support. • Performed credit report analysis to understand credit status and needs • Produced consultative, text-based guidance for dispute and improvement planning • Ensured adherence to compliance requirements during client interactions • Managed client inquiries through structured communication workflows

2023 - Present

Education

Work History